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The Monetary Tones of Central Banks

November 10, 2026
By: Michael Guidi, Marvin Loh, Gideon Ozik, Ronnie Sadka
Summary

By Musa Amadeus, Michael Guidi, Marvin Loh, Gideon Ozik and Ronnie Sadka

 

We show that media-derived measures of central bank hawkishness provide a powerful and persistent signal for forecasting government bond yield movements across global fixed income markets.

 

In this paper, we show that media coverage of central banks contains valuable information about future government bond yield movements across countries. By measuring whether financial media narratives are relatively hawkish or dovish, we construct monetary tone indicators for 15 developed and emerging market central banks and find that countries associated with more hawkish coverage subsequently experience larger increases in bond yields. These signals remain predictive after controlling for traditional fixed income factors and are especially effective when measured using a large language model. The findings suggest that media-derived monetary narratives provide investors with a practical tool for monitoring policy expectations, identifying relative-value opportunities, and anticipating movements in global rates markets.

 

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Author Bios
Michael Guidi
Michael Guidi is Managing Director and Head of Alternative Data Research at State Street Markets
Marvin Loh
Marvin Loh is Managing Director and Senior Multi-Asset Strategist at State Street Markets
Gideon Ozik
Gideon Ozik is a professor at EDHEC and a founding partner of MKT MediaStats
Ronnie Sadka
Ronnie is a professor at the Carroll School of Management at Boston College and a founder and managing partner of MKT MediaStats
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1. Peter L. Bernstein Award for Best Article in an Institutional Investor Journal in 2013; Bernstein-Fabozzi/Jacobs-Levy Award for Outstanding Article in the Journal of Portfolio Management in 2006, 2009, 2011, 2013 (2), 2014, 2015, 2016, 2021; Graham & Dodd Scroll Award for article in the Financial Analysts Journal in 2002 and 2010. Roger F. Murray First Prize for Research Presented at the Q Group Conference in 2012, 2021, 2023. Harry M. Markowitz Award for Best Paper in the Journal of Investment Management in 2022, 2023. Doriot Award for Best Private Equity Research Paper in 2022.